Perfecting a Video Game with Game Metrics
Vol 18, No 2: April 2020

Integration of IoT and chatbot for aquaculture with natural language processing

M. Udin Harun Al-Rasyid (Politeknik Elektronika Negeri Surabaya (PENS))
Sritrusta Sukaridhoto (Politeknik Elektronika Negeri Surabaya (PENS))
Muhammad Iskandar Dzulqornain (Politeknik Elektronika Negeri Surabaya (PENS))
Ahmad Rifai (Politeknik Elektronika Negeri Surabaya (PENS))



Article Info

Publish Date
01 Apr 2020

Abstract

The development of internet of things (IoT) technology is very fast lately. One sector that can be implemented by IoT technology is the aquaculture sector. One important factor in the success of aquaculture is a good and controlled water quality condition. But the problem for the traditional aquaculture farmers is to monitor and increase the water quality quickly and efficiently. To resolve the above-mentioned problem, this paper proposes a real-time monitoring system for aquaculture and supported with chatbot assistant to facilitate the user. This system was composed of IoT system, cloud system, and chatbot system. The proposed system consists of 7 main modules: smart sensors, smart aeration system, local network system, cloud computing system, client visualization data, chatbot system, and solar powered system. The smart aeration system consists of NodeMCU, relay, and aerator. The smart sensors consist of several sensors such as dissolved oxygen, pH, temperature, and water level sensor. Natural language processing is implemented to build the chatbot system. By combining text mining processing with naive Bayes algorithm, the result shows the very good performance with high precision and recall for each class to monitor the quality of water in aquaculture sector.

Copyrights © 2020






Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...